20 results on '"Beal, Kathryn"'
Search Results
2. A phase I trial of sorafenib with whole brain radiotherapy (WBRT) in breast cancer patients with brain metastases and a correlative study of FLT-PET brain imaging
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Morikawa, Aki, Grkovski, Milan, Patil, Sujata, Jhaveri, Komal L., Tang, Kendrick, Humm, John L., Holodny, Andrei, Beal, Kathryn, Schöder, Heiko, and Seidman, Andrew D.
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- 2021
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3. The effect of surgery on radiation necrosis in irradiated brain metastases: extent of resection and long-term clinical and radiographic outcomes
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Newman, William C., Goldberg, Jacob, Guadix, Sergio W., Brown, Samantha, Reiner, Anne S., Panageas, Katherine, Beal, Kathryn, Brennan, Cameron W., Tabar, Viviane, Young, Robert J., and Moss, Nelson S.
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- 2021
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4. 18F-Fluorocholine PET uptake correlates with pathologic evidence of recurrent tumor after stereotactic radiosurgery for brain metastases
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Grkovski, Milan, Kohutek, Zachary A., Schöder, Heiko, Brennan, Cameron W., Tabar, Viviane S., Gutin, Philip H., Zhang, Zhigang, Young, Robert J., Beattie, Bradley J., Zanzonico, Pat B., Huse, Jason T., Rosenblum, Marc K., Blasberg, Ronald G., Humm, John L., and Beal, Kathryn
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- 2020
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5. Automatic segmentation of brain metastases using T1 magnetic resonance and computed tomography images.
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Hsu, Dylan G, Ballangrud, Ĺse, Shamseddine, Achraf, Deasy, Joseph O, Veeraraghavan, Harini, Cervino, Laura, Beal, Kathryn, and Aristophanous, Michalis
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COMPUTED tomography ,BRAIN metastasis ,DEEP learning ,MAGNETIC resonance ,CONVOLUTIONAL neural networks - Abstract
An increasing number of patients with multiple brain metastases are being treated with stereotactic radiosurgery (SRS). Manually identifying and contouring all metastatic lesions is difficult and time-consuming, and a potential source of variability. Hence, we developed a 3D deep learning approach for segmenting brain metastases on MR and CT images. Five-hundred eleven patients treated with SRS were retrospectively identified for this study. Prior to radiotherapy, the patients were imaged with 3D T1 spoiled-gradient MR post-Gd (T1 + C) and contrast-enhanced CT (CECT), which were co-registered by a treatment planner. The gross tumor volume contours, authored by the attending radiation oncologist, were taken as the ground truth. There were 3 ± 4 metastases per patient, with volume up to 57 ml. We produced a multi-stage model that automatically performs brain extraction, followed by detection and segmentation of brain metastases using co-registered T1 + C and CECT. Augmented data from 80% of these patients were used to train modified 3D V-Net convolutional neural networks for this task. We combined a normalized boundary loss function with soft Dice loss to improve the model optimization, and employed gradient accumulation to stabilize the training. The average Dice similarity coefficient (DSC) for brain extraction was 0.975 ± 0.002 (95% CI). The detection sensitivity per metastasis was 90% (329/367), with moderate dependence on metastasis size. Averaged across 102 test patients, our approach had metastasis detection sensitivity 95 ± 3%, 2.4 ± 0.5 false positives, DSC of 0.76 ± 0.03, and 95th-percentile Hausdorff distance of 2.5 ± 0.3 mm (95% CIs). The volumes of automatic and manual segmentations were strongly correlated for metastases of volume up to 20 ml (). This work expounds a fully 3D deep learning approach capable of automatically detecting and segmenting brain metastases using co-registered T1 + C and CECT. [ABSTRACT FROM AUTHOR]
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- 2021
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6. Durable 5-year local control for resected brain metastases with early adjuvant SRS: the effect of timing on intended-field control.
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Bander, Evan D, Yuan, Melissa, Reiner, Anne S, Panageas, Katherine S, Ballangrud, Åse M, Brennan, Cameron W, Beal, Kathryn, Tabar, Viviane, and Moss, Nelson S
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STEREOTACTIC radiosurgery ,BRAIN metastasis ,RECURSIVE partitioning ,OVERALL survival ,SURGICAL site ,DISEASE relapse - Abstract
Background Adjuvant stereotactic radiosurgery (SRS) improves the local control of resected brain metastases (BrM). However, the dependency of long-term outcomes on SRS timing relative to surgery remains unclear. Methods Retrospective analysis of patients treated with metastasectomy-plus-adjuvant SRS at Memorial Sloan Kettering Cancer Center (MSK) between 2013 and 2016 was conducted. Kaplan-Meier methodology was used to describe overall survival (OS) and cumulative incidence rates were estimated by type of recurrence, accounting for death as a competing event. Recursive partitioning analysis (RPA) and competing risks regression modeling assessed prognostic variables and associated events of interest. Results Two hundred and eighty-two patients with BrM had a median OS of 1.5 years (95% CI: 1.2-2.1) from adjuvant SRS with median follow-up of 49.8 months for survivors. Local surgical recurrence, other simultaneously SRS-irradiated site recurrence, and distant central nervous system (CNS) progression rates were 14.3% (95% CI: 10.1-18.5), 4.9% (95% CI: 2.3-7.5), and 47.5% (95% CI: 41.4-53.6) at 5 years, respectively. Median time-to-adjuvant SRS (TT-SRS) was 34 days (IQR: 27-39). TT-SRS was significantly associated with surgical site recurrence rate (P = 0.0008). SRS delivered within 1 month resulted in surgical site recurrence rate of 6.1% (95% CI: 1.3-10.9) at 1-year, compared to 9.2% (95% CI: 4.9-13.6) if delivered between 1 and 2 months, or 27.3% (95% CI: 0.0-55.5) if delivered >2 months after surgery. OS was significantly lower for patients with TT-SRS >~2 months. Postoperative length of stay, discharge to a rehabilitation facility, urgent care visits, and/or disease recurrence between surgery and adjuvant SRS associated with increased TT-SRS. Conclusions Adjuvant SRS provides durable local control. However, delays in initiation of postoperative SRS can decrease its efficacy. [ABSTRACT FROM AUTHOR]
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- 2021
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7. Diffusion and Perfusion MRI Predicts Response Preceding and Shortly After Radiosurgery to Brain Metastases: A Pilot Study.
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Shah, Akash Deelip, Shridhar Konar, Amaresha, Paudyal, Ramesh, Oh, Jung Hun, LoCastro, Eve, Nuñez, David Aramburu, Swinburne, Nathaniel, Vachha, Behroze, Ulaner, Gary A., Young, Robert J., Holodny, Andrei I., Beal, Kathryn, Shukla‐Dave, Amita, Hatzoglou, Vaios, and Shukla-Dave, Amita
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CONTRAST-enhanced magnetic resonance imaging ,DIFFUSION magnetic resonance imaging ,BRAIN metastasis ,RADIOSURGERY ,STEREOTACTIC radiosurgery ,PILOT projects ,PERFUSION - Abstract
Background and Purpose: To determine the ability of diffusion-weighted imaging (DWI) and dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) to predict long-term response of brain metastases prior to and within 72 hours of stereotactic radiosurgery (SRS).Methods: In this prospective pilot study, multiple b-value DWI and T1-weighted DCE-MRI were performed in patients with brain metastases before and within 72 hours following SRS. Diffusion-weighted images were analyzed using the monoexponential and intravoxel incoherent motion (IVIM) models. DCE-MRI data were analyzed using the extended Tofts pharmacokinetic model. The parameters obtained with these methods were correlated with brain metastasis outcomes according to modified Response Assessment in Neuro-Oncology Brain Metastases criteria.Results: We included 25 lesions from 16 patients; 16 patients underwent pre-SRS MRI and 12 of 16 patients underwent both pre- and early (within 72 hours) post-SRS MRI. The perfusion fraction (f) derived from IVIM early post-SRS was higher in lesions demonstrating progressive disease than in lesions demonstrating stable disease, partial response, or complete response (q = .041). Pre-SRS extracellular extravascular volume fraction, ve , and volume transfer coefficient, Ktrans , derived from DCE-MRI were higher in nonresponders versus responders (q = .041).Conclusions: Quantitative DWI and DCE-MRI are feasible imaging methods in the pre- and early (within 72 hours) post-SRS evaluation of brain metastases. DWI- and DCE-MRI-derived parameters demonstrated physiologic changes (tumor cellularity and vascularity) and offer potentially useful biomarkers that can predict treatment response. This allows for initiation of alternate therapies within an effective time window that may help prevent disease progression. [ABSTRACT FROM AUTHOR]- Published
- 2021
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8. Computational Modeling of Interstitial Fluid Pressure and Velocity in Non-small Cell Lung Cancer Brain Metastases Treated With Stereotactic Radiosurgery.
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Swinburne, Nathaniel, LoCastro, Eve, Paudyal, Ramesh, Oh, Jung Hun, Taunk, Neil K., Shah, Akash, Beal, Kathryn, Vachha, Behroze, Young, Robert J., Holodny, Andrei I., Shukla-Dave, Amita, and Hatzoglou, Vaios
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NON-small-cell lung carcinoma ,BRAIN cancer ,BRAIN metastasis ,EXTRACELLULAR fluid ,FLUID pressure ,EXTRAVASATION - Abstract
Background: Early imaging-based treatment response assessment of brain metastases following stereotactic radiosurgery (SRS) remains challenging. The aim of this study is to determine whether early (within 12 weeks) intratumoral changes in interstitial fluid pressure (IFP) and velocity (IFV) estimated from computational fluid modeling (CFM) using dynamic contrast-enhanced (DCE) MRI can predict long-term outcomes of lung cancer brain metastases (LCBMs) treated with SRS. Methods: Pre- and post-treatment T
1 -weighted DCE-MRI data were obtained in 41 patients treated with SRS for intact LCBMs. The imaging response was assessed using RANO-BM criteria. For each lesion, extravasation of contrast agent measured from Extended Tofts pharmacokinetic Model (volume transfer constant, Ktrans ) was incorporated into a computational fluid model to estimate tumor IFP and IFV. Estimates of mean IFP and IFV and heterogeneity (skewness and kurtosis) were calculated for each lesion from pre- and post-SRS imaging. The Wilcoxon rank-sum test was utilized to assess for significant differences in IFP, IFV, and IFP/IFV change (Δ) between response groups. Results: Fifty-three lesions from 41 patients were included. Median follow-up time after SRS was 11 months. The objective response (OR) rate (partial or complete response) was 79%, with 21% demonstrating stable disease (SD) or progressive disease (PD). There were significant response group differences for multiple posttreatment and Δ CFM parameters: post-SRS IFP skewness (mean −0.405 vs. −0.691, p = 0.022), IFP kurtosis (mean 2.88 vs. 3.51, p = 0.024), and IFV mean (5.75e-09 vs. 4.19e-09 m/s, p = 0.027); and Δ IFP kurtosis (mean −2.26 vs. −0.0156, p = 0.017) and IFV mean (1.91e-09 vs. 2.38e-10 m/s, p = 0.013). Posttreatment and Δ thresholds predicted non-OR with high sensitivity (sens): post-SRS IFP skewness (−0.432, sens 84%), kurtosis (2.89, sens 84%), and IFV mean (4.93e-09 m/s, sens 79%); and Δ IFP kurtosis (−0.469, sens 74%) and IFV mean (9.90e-10 m/s, sens 74%). Conclusions: Objective response was associated with lower post-treatment tumor heterogeneity, as represented by reductions in IFP skewness and kurtosis. These results suggest that early post-treatment assessment of IFP and IFV can be used to predict long-term response of lung cancer brain metastases to SRS, allowing a timelier treatment modification. [ABSTRACT FROM AUTHOR]- Published
- 2020
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9. Frequency and outcomes of brain metastases in patients with HER2-mutant lung cancers.
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Offin, Michael, Feldman, Daniel, Ni, Ai, Myers, Mackenzie L., Lai, W. Victoria, Pentsova, Elena, Boire, Adrienne, Daras, Mariza, Jordan, Emmet J., Solit, David B., Arcila, Maria E., Jones, David R., Isbell, James M., Beal, Kathryn, Young, Robert J., Rudin, Charles M., Riely, Gregory J., Drilon, Alexander, Tabar, Viviane, and DeAngelis, Lisa M.
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GENETIC mutation ,BRAIN metastasis ,LUNG cancer ,EPIDERMAL growth factor receptors ,PARANEOPLASTIC syndromes - Abstract
Background: Mutations in human epidermal growth factor receptor 2 (HER2; also known as ERBB2) are found in approximately 2% of lung adenocarcinomas. The frequency and clinical course of brain metastases in this oncogenic subset are ill defined.Methods: Baseline and subsequent development of brain metastases was evaluated in consecutive patients with HER2-mutant (n = 98), epidermal growth factor receptor (EGFR)-mutant (n = 200), and KRAS-mutant lung cancers (n = 200).Results: At metastatic diagnosis, the odds ratio (ORs) for brain metastases was similar for patients whose tumors harbored HER2 mutations (19%) in comparison with patients with KRAS mutations (24%; OR for HER2 vs KRAS, 0.7; P = .33) but lower compared to patients with EGFR mutations (31%; OR for HER2 vs EGFR, 0.5; P = .03). Patients with lung cancer and HER2 mutations developed more brain metastases on treatment than patients with KRAS mutations (28% vs 8%; hazard ratio [HR], 5.2; P < .001) and trended more than patients with EGFR mutations (28% vs 16%; HR, 1.7; P = .06). Patients with HER2 YVMA mutations also developed more brain metastases on treatment than patients with KRAS mutations (HR, 5.9; P < .001). The median overall survival (OS) was shorter for patients with HER2-mutant (1.6 years; P < .001) or KRAS-mutant lung cancers (1.1 years; P < .001) than patients with EGFR-mutant lung cancers (3.0 years). Brain metastases occurred in 47% of patients with HER2-mutant lung cancers, which imparted shorter OS (HR, 2.7; P < .001).Conclusions: These data provide a framework for brain imaging surveillance in patients with HER2-mutant lung cancers and underpin the need to develop HER2-targeted agents with central nervous system activity. [ABSTRACT FROM AUTHOR]- Published
- 2019
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10. Twice weekly pulse and daily continuous-dose erlotinib as initial treatment for patients with epidermal growth factor receptor-mutant lung cancers and brain metastases.
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Arbour, Kathryn C., Kris, Mark G., Riely, Gregory J., Ni, Ai, Beal, Kathryn, Daras, Mariza, Hayes, Sara A., Young, Robert J., Rodriguez, Christopher R., Ahn, Linda, Pao, William, and Yu, Helena A.
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ERLOTINIB ,DISEASE progression ,EPIDERMAL growth factor receptors ,LUNG cancer ,BRAIN metastasis ,ADENOCARCINOMA ,ANTHROPOMETRY ,BRAIN tumors ,EPIDERMAL growth factor ,LUNG tumors ,GENETIC mutation ,PROGNOSIS ,RADIOTHERAPY ,RESEARCH funding ,TREATMENT effectiveness ,PROTEIN kinase inhibitors - Abstract
Background: In a phase 1 study of pulse/continuous-dose erlotinib, no patient had disease progression in the central nervous system (CNS). This expansion cohort of the phase 1 study tested the same regimen in a cohort of individuals with epidermal growth factor receptor (EGFR)-mutant lung cancers with untreated brain metastases.Methods: Patients had not received EGFR tyrosine kinase inhibitors or radiation for brain metastases. All received 1200 mg of erlotinib on days 1 and 2 and 50 mg on days 3 to 7 weekly. The primary endpoints were the overall and CNS response rates (according to version 1.1 of the Response Evaluation Criteria in Solid Tumors).Results: Between May 2015 and August 2016, 19 patients were enrolled. Forty-two percent of the patients had target brain lesions, and the median size of the target brain lesions was 13 mm. Overall, 14 patients (74%; 95% confidence interval [CI], 51%-89%) had partial responses. The response rate in brain metastases was 75%. The overall median progression-free survival was 10 months (95% CI, 7 months to not reached). Only 3 patients (16%) had CNS progression. To date, 4 patients required CNS radiation at some time during their course. The adverse events (any grade) seen in 10% or more of the patients were rash, diarrhea, nausea, an increase in alanine aminotransferase, and fatigue.Conclusions: Pulse/continuous-dose erlotinib produced a 74% overall response rate and a 75% response rate in brain metastases in patients with EGFR-mutant lung cancers and untreated brain metastases. CNS control persisted even after progression elsewhere. Although this regimen did not improve progression-free survival or delay the emergence of EGFR T790M, it prevented progression in the brain and could be useful in situations in which CNS control is critical. Cancer 2018;124:105-9. © 2017 American Cancer Society. [ABSTRACT FROM AUTHOR]- Published
- 2018
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11. Melanoma brain metastases treated with stereotactic radiosurgery and concurrent pembrolizumab display marked regression; efficacy and safety of combined treatment.
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Anderson, Erik S., Postow, Michael A., Wolchok, Jedd D., Young, Robert J., Ballangrud, Åse, Chan, Timothy A., Yoshiya Yamada, and Beal, Kathryn
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BRAIN metastasis ,STEREOTACTIC radiosurgery ,PEMBROLIZUMAB ,THERAPEUTICS - Abstract
Background: Brain metastases are common in patients with metastatic melanoma. With increasing numbers of melanoma patients on anti-PD-1 therapy, we sought to evaluate the safety and initial response of brain metastases treated with concurrent pembrolizumab and radiation therapy. Methods: From an institutional database, we retrospectively identified patients with melanoma brain metastases treated with radiation therapy (RT) who received concurrent pembrolizumab. Concurrent treatment was defined as RT during pembrolizumab administration period and up to 4 months after most recent pembrolizumab treatment. Response was categorized by change in maximum diameter on first scheduled follow-up MRI. Lesion and patient specific outcomes including response, lesion control, brain control and overall survival were recorded and descriptively compared to contemporary treatments with RT and concurrent ipilimumab or RT without immunotherapy. Results: From January 2014 through December 2015, we identified 21 patients who received concurrent radiation therapy and pembrolizumab for brain metastases or resection cavities that had at least one scheduled follow-up MRI. Eleven underwent stereotactic radiosurgery (SRS), 7 received hypofractionated radiation and 3 had whole brain treatment (WBRT). All treatments were well tolerated with no observed Grade 4 or 5 toxicities; Grade 3 edema and confusion occurred in 1 patient treated with WBRT after prior SRS. For metastases treated with SRS, at first scheduled follow-up MRI (median 57 days post SRS), 70% (16/23) exhibited complete (CR, n = 8) or partial response (PR, n = 8). The intracranial response rates (CR/PR) for patients treated with SRS and concurrent ipilimumab and SRS without concurrent immunotherapy was 32% and 22%, respectively. Conclusions: Concurrent pembrolizumab with brain RT appears safe in patients with metastatic melanoma, and SRS in particular is effective in markedly reducing the size of brain metastases at the time of first follow-up MRI. These results compare favorably to SRS in combination with ipilimumab and SRS without concurrent immunotherapy. [ABSTRACT FROM AUTHOR]
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- 2017
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12. Radiation therapy for epithelial ovarian cancer brain metastases: clinical outcomes and predictors of survival.
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Teckie, Sewit, Makker, Vicky, Tabar, Viviane, Alektiar, Kaled, Aghajanian, Carol, Hensley, Martee, and Beal, Kathryn
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CANCER radiotherapy ,OVARIAN cancer treatment ,OVARIAN cancer diagnosis ,BRAIN metastasis ,MENINGEAL cancer ,HEALTH outcome assessment ,FOLLOW-up studies (Medicine) ,CANCER treatment ,THERAPEUTICS - Abstract
Background: Brain metastases (BM) and leptomeningeal disease (LMD) are uncommon in epithelial ovarian cancer (EOC). We investigate the outcomes of modern radiation therapy (RT) as a primary treatment modality in patients with EOC BM and LMD. Methods: We evaluated 60 patients with EOC treated at our institution from 1996 to 2010 who developed BM. All information was obtained from chart review. Results: At EOC diagnosis, median age was 56.1 years and 88% of patients were stage III-IV. At time of BM diagnosis, 46.7% of patients had 1 BM, 16.7% had two to three, 26.7% had four or more, and 10% had LMD. Median follow-up after BM was 9.3 months (range, 0.3-82.3). All patients received RT, and 37% had surgical resection. LMD occurred in the primary or recurrent setting in 12 patients (20%), 9 of whom received RT. Median overall survival (OS) after BM was 9.7 months for all patients (95% CI 5.9-13.5), and 16.1 months (95% CI 3.8-28.3) in patients with one BM. On multivariate analysis, Karnofsky performance status less than 70 (hazard ratio [HR] 2.86, p = 0.018), four or more BM (HR 3.18, p = 0.05), LMD (HR 8.22, p = 0.013), and uncontrolled primary tumor (HR 2.84, p = 0.008) were significantly associated with inferior OS. Use of surgery was not significant (p = 0.31). Median central nervous system freedom from progression (CNS-FFP) in 47 patients with follow-up was 18.5 months (95% CI, 9.3-27.9). Only four or more BM (HR 2.56, p = 0.04) was significantly associated with poorer CNS-FFP. Conclusions: Based on our results, RT appears to be an effective treatment modality for brain metastases from EOC and should be routinely offered. Karnofsky performance status less than 70, four or more BM, LMD, and uncontrolled primary tumor predict for worse survival after RT for EOC BM. Whether RT is superior to surgery or chemotherapy for EOC BM remains to be seen in a larger cohort. [ABSTRACT FROM AUTHOR]
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- 2013
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13. Characterization of Central Nervous System Clinico-Genomic Outcomes in ALK-Positive Non-Small Cell Lung Cancer Patients with Brain Metastases Treated with Alectinib.
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Miao, Emily, Eichholz, Jordan E., Lebow, Emily S., Flynn, Jessica, Zhang, Zhigang, Walch, Henry, Hubbeling, Harper, Beal, Kathryn, Moss, Nelson S., Yu, Kenny K., Meng, Alicia, Kelly, Daniel W., Gomez, Daniel R., Li, Bob T., Rimner, Andreas, Schultz, Nikolaus, Drilon, Alexander, Imber, Brandon S., and Pike, Luke R.G.
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NON-small-cell lung carcinoma , *BRAIN metastasis , *CENTRAL nervous system , *CANCER patients , *BRAIN cancer - Abstract
• Extensive series of alectinib-treated lung cancer brain metastases with detailed lesion-level data and genomic correlates. • No differences in clinical outcomes with alectinib only vs alectinib + local therapy. • We saw a high frequency of CDKN2A/B copy number loss in our brain metastasis cohort. • SMARCA4 co-alterations were associated with inferior overall survival. Highly effective brain-penetrant ALK- targeted tyrosine kinase inhibitors (TKIs) have been developed for the management of NSCLC patients with brain metastases (BM). Local therapy (LT) such as SRS or therapeutic craniotomy is increasingly being deferred for such patients. Herein we report detailed patient- and lesion-level intracranial outcomes and co-mutational genomic profiles from a cohort of NSCLC patients with BM treated with alectinib, with or without LT. We retrospectively reviewed ALK fusion-positive NSCLC patients with BMs who received alectinib at the diagnosis of BM from 1/2012 and 5/2021. Outcome variables included intracranial progression-free survival (iPFS), overall survival (OS), duration of TKI therapy, and CNS response rates. Genomic characteristics from tumor specimens were assessed with MSK-IMPACT, a next-generation sequencing (NGS)-based genomic profiling assay. A total of 38 patients with 114 CNS lesions were included. Twelve of these patients also received contemporaneous LT (SRS, WBRT, or surgical resection). Maximal BM diameter in the TKI + LT group was greater (p < 0.003) but despite this difference, iPFS (TKI only, HR 1.21, 95 % CI 0.51–2.89; p = 0.66) and OS (TKI only, HR 5.99, 95 % CI 0.77–46.6; p = 0.052) were similar between groups and trended towards more favorable outcomes with the addition of LT. SMARCA4 co-alterations were associated with inferior OS (HR 8.76, 1.74–44.2; p = 0.009). Our study demonstrated that patients with ALK fusion-positive NSCLC treated with TKI + LT had larger BM and higher likelihood of pre-treatment neurologic symptoms. Despite these differences, iPFS was similar between groups. Results should be interpreted with caution as our study was limited by an underpowered sample size. SMARCA4 co-alterations were associated with inferior OS and these findings warrant further investigation. [ABSTRACT FROM AUTHOR]
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- 2023
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14. Effect of Targeted Therapies on Prognostic Factors, Patterns of Care, and Survival in Patients With Renal Cell Carcinoma and Brain Metastases.
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Sperduto, Paul W., Deegan, Brian J., Li, Jing, Jethwa, Krishan R., Brown, Paul D., Lockney, Natalie, Beal, Kathryn, Rana, Nitesh G., Attia, Albert, Tseng, Chia-Lin, Sahgal, Arjun, Shanley, Ryan, Sperduto, William A., Lou, Emil, Zahra, Amir, Buatti, John M., Yu, James B., Chiang, Veronica, Molitoris, Jason K., and Masucci, Laura
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CANCER radiotherapy , *RENAL cell carcinoma , *BRAIN metastasis , *CANCER invasiveness , *PROGNOSIS , *DIAGNOSIS , *ANTINEOPLASTIC agents , *BRAIN tumor treatment , *THERAPEUTIC use of cytokines , *CANCER treatment , *NEOVASCULARIZATION inhibitors , *BRAIN tumors , *CAUSES of death , *HEMOGLOBINS , *IMMUNOTHERAPY , *KIDNEY tumors , *MULTIVARIATE analysis , *RADIOSURGERY , *RADIOTHERAPY , *RETROSPECTIVE studies , *KARNOFSKY Performance Status , *THERAPEUTICS - Abstract
Purpose: To identify prognostic factors, define evolving patterns of care, and the effect of targeted therapies in a larger contemporary cohort of renal cell carcinoma (RCC) patients with new brain metastases (BM).Methods and Materials: A multi-institutional retrospective institutional review board-approved database of 711 RCC patients with new BM diagnosed from January 1, 2006, to December 31, 2015, was created. Clinical parameters and treatment were correlated with median survival and time from primary diagnosis to BM. Multivariable analyses were performed.Results: The median survival for the prior/present cohorts was 9.6/12 months, respectively (P < .01). Four prognostic factors (Karnofsky performance status, extracranial metastases, number of BM, and hemoglobin b) were significant for survival after the diagnosis of BM. Of the 6 drug types studied, only cytokine use after BM was associated with improved survival. The use of whole-brain radiation therapy declined from 50% to 22%, and the use of stereotactic radiosurgery alone increased from 46% to 58%. Nonneurologic causes of death were twice as common as neurologic causes.Conclusions: Additional prognostic factors refine prognostication in this larger contemporary cohort. Patterns of care have changed, and survival of RCC patients with BM has improved over time. The reasons for this improvement in survival remain unknown but may relate to more aggressive use of local brain metastasis therapy and a wider array of systemic treatment options for those patients with progressive extracranial tumor. [ABSTRACT FROM AUTHOR]- Published
- 2018
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15. Phosphatidylinositol-3-Kinase Mutations Are Associated With Increased Local Failure in Brain Metastases Treated With Radiation.
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Lockney, Natalie A., Wang, Diana G., Pei, Xin, Goldman, Debra A., Zhang, Zhigang, Lin, Andrew, Chan, Timothy A., Yamada, Yoshiya, Beal, Kathryn, and Yang, T. Jonathan
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PHOSPHATIDYLINOSITOL 3-kinases , *BRAIN metastasis , *CANCER radiotherapy , *GENETIC mutation , *CANCER genetics , *THERAPEUTICS , *ANALYSIS of variance , *BRAIN tumors , *CONFIDENCE intervals , *PHOSPHOTRANSFERASES , *RADIOSURGERY , *RADIOTHERAPY , *TREATMENT effectiveness , *RETROSPECTIVE studies - Abstract
Purpose: To determine whether phosphatidylinositol-3-kinase (PI3K) mutations confer suboptimal local control after radiation therapy (RT) for brain metastases.Methods and Materials: We retrospectively reviewed 259 patients with brain metastases treated with RT during the period 2004 to 2017 for whom tumor genetic data (MSK-IMPACT) were available for primary or metastatic lesions. Associations between clinical factors, PI3K mutations status, and local failure (LF) were evaluated with univariate and multivariate competing risks regression.Results: A total of 112 patients received whole brain radiation therapy (WBRT) to a median dose of 30 Gy in 10 fractions, and 147 patients received stereotactic radiosurgery (SRS) to 338 lesions; 276 lesions were treated with single fraction SRS (median dose 21 Gy) and 76 lesions over 3 to 5 fractions SRS (median dose 30 Gy). PI3K mutations were present in 36 WBRT patients (32%) and 44 SRS patients (30%). For WBRT, patients with PI3K mutations (hazard ratio 2.67, P < .001) were found to be at higher risk for LF on multivariable analysis, and the 1-year cumulative incidence of LF was 50% (95% confidence interval [CI] 32%-65%) for patients with PI3K mutations versus 26% (95% CI 17%-37%) for patients without PI3K mutations. For SRS lesions, while PI3K mutations positivity was not statistically significantly associated with LF, higher rate of LF was observed: 1-year LF cumulative incidence of 11% (95% CI 6%-17%) for patients with PI3K mutations versus 5% (95% CI 3%-9%) for patients without PI3K mutations.Conclusion: Patients with PI3K mutations are at higher risk for LF for brain metastases after RT. Novel therapeutic strategies to improve treatment outcomes in these patients should be considered. [ABSTRACT FROM AUTHOR]- Published
- 2018
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16. Estimating Survival in Melanoma Patients With Brain Metastases: An Update of the Graded Prognostic Assessment for Melanoma Using Molecular Markers (Melanoma-molGPA).
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Sperduto, Paul W., Jiang, Wen, Brown, Paul D., Braunstein, Steve, Sneed, Penny, Wattson, Daniel A., Shih, Helen A., Bangdiwala, Ananta, Shanley, Ryan, Lockney, Natalie A., Beal, Kathryn, Lou, Emil, Amatruda, Thomas, Sperduto, William A., Kirkpatrick, John P., Yeh, Norman, Gaspar, Laurie E., Molitoris, Jason K., Masucci, Laura, and Roberge, David
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MELANOMA prognosis , *MELANOMA diagnosis , *BRAIN metastasis , *BIOMARKERS , *RETROSPECTIVE studies , *AGE distribution , *BRAIN tumors , *COMPARATIVE studies , *RESEARCH methodology , *MEDICAL cooperation , *MELANOMA , *PROGNOSIS , *REGRESSION analysis , *RESEARCH , *RESEARCH funding , *TRANSFERASES , *GENETIC markers , *EVALUATION research , *KARNOFSKY Performance Status - Abstract
Purpose: To update the Diagnosis-Specific Graded Prognostic Assessment (DS-GPA) for a markedly heterogeneous patient population, patients with melanoma and brain metastases, using a larger, more current cohort, including molecular markers.Methods: The original Melanoma-GPA is based on data from 483 patients whose conditions were diagnosed between 1985 and 2005. This is a multi-institutional retrospective database analysis of 823 melanoma patients with newly diagnosed brain metastases from January 1, 2006, to December 31, 2015. Multivariable analyses identified significant prognostic factors, which were weighted and included in the updated index (Melanoma-molGPA). Multiple Cox regression was used to select and weight prognostic factors in proportion to their hazard ratios to design the updated Melanoma-molGPA in which scores of 4.0 and 0.0 are associated with the best and worst prognoses, as with all of the diagnosis-specific GPA indices. Log-rank tests were used to compare adjacent classes.Results: There were 5 significant prognostic factors for survival (age, Karnofsky performance status [KPS], extracranial metastases [ECM], number of brain metastases, and BRAF status), whereas only KPS and the number of brain metastases were significant in the original Melanoma-GPA. Median survival improved from 6.7 to 9.8 months between the 2 treatment eras, and the median survival times for patients with Melanoma-molGPA of 0 to 1.0, 1.5 to 2.0, 2.5 to 3.0, and 3.5 to 4.0 were 4.9, 8.3, 15.8, and 34.1 months (P<.0001 between each adjacent group).Conclusions: Survival and our ability to estimate survival in melanoma patients with brain metastases has improved significantly. The updated Melanoma-molGPA, a user-friendly tool to estimate survival, will facilitate clinical decision making regarding whether and which treatment is appropriate and will also be useful for stratification of future clinical trials. To further simplify use, a free online/smart phone app is available at brainmetgpa.com. [ABSTRACT FROM AUTHOR]- Published
- 2017
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17. Clinical outcomes of patients with limited brain metastases treated with hypofractionated (5 × 6 Gy) conformal radiotherapy.
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Lockney, Natalie A., Wang, Diana G., Gutin, Philip H., Brennan, Cameron, Tabar, Viviane, Ballangrud, Ase, Pei, Xin, Chan, Timothy A., Yamada, Yoshiya, Yang, T. Jonathan, and Beal, Kathryn
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BRAIN metastasis , *DOSE fractionation , *CANCER radiotherapy , *FOLLOW-up studies (Medicine) , *PATIENTS , *THERAPEUTICS - Abstract
Background and purpose Hypofractionated conformal radiotherapy (hfCRT) is used for larger brain metastases or metastases near critical structures. We investigated hfCRT outcomes for newly diagnosed brain metastases. Materials and methods We identified 195 patients with 1–3 brain metastases who underwent 5 × 6 Gy hfCRT for 231 lesions from 2007 to 2013. Associations among clinical factors, local control (LC), distant brain control (DC) and overall survival (OS) were tested using univariate and multivariate (MVA) Cox regression analysis and Kaplan–Meier method. Results Median follow-up was 12.8 months. One hundred forty-three (62%) lesions were treated with hfCRT post-operatively, and 88 (38%) with definitive hfCRT. LC for all lesions was 83% at 1 year. For lesions treated with post-operative hfCRT, tumor size (HR = 4.7, p = 0.04) and subtotal resection (HR = 2.7, p = 0.02) were predictive of local failure on MVA. For lesions ≥2.8 cm in size, LC was 61% at 12 months for lesions status-post subtotal resection, compared to 84% status-post gross total resection ( p = 0.004). Extracranial disease presence was associated with worse DC (HR = 1.8, p = 0.008) and OS (HR = 3.1, p < 0.001). Conclusions We showed 5 × 6 Gy hfCRT provides acceptable LC at 1 year for limited brain metastases. For large lesions not grossly resected, more aggressive strategies can be considered to improve LC. [ABSTRACT FROM AUTHOR]
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- 2017
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18. Stereotactic Radiosurgery for Melanoma Brain Metastases in Patients Receiving Ipilimumab: Safety Profile and Efficacy of Combined Treatment.
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Kiess, Ana P., Wolchok, Jedd D., Barker, Christopher A., Postow, Michael A., Tabar, Viviane, Huse, Jason T., Chan, Timothy A., Yamada, Yoshiya, and Beal, Kathryn
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MELANOMA treatment , *BRAIN metastasis , *STEREOTACTIC radiosurgery , *IPILIMUMAB , *MEDICATION safety , *DRUG efficacy , *T cells - Abstract
Purpose Ipilimumab (Ipi), a monoclonal antibody against cytotoxic T-lymphocyte antigen-4, has been shown to improve survival in patients with metastatic melanoma. In this single-institution study, we investigated the safety and efficacy of stereotactic radiosurgery (SRS) for patients with melanoma brain metastases (BMs) who also received Ipi. Methods and Materials From 2005 to 2011, 46 patients with melanoma received Ipi and underwent single-fraction SRS for BMs. A total of 113 BMs (91% intact, 9% postoperative) were treated with a median dose of 21 Gy (range, 15-24 Gy). Ipi was given at 3 mg/kg (54%) or 10 mg/kg (46%) for a median of 4 doses (range, 1-21). Adverse events were recorded with the use of the Common Terminology Criteria for Adverse Events 3.0. Kaplan-Meier methods were used to estimate survival, and Cox regression was used to investigate associations. Results Fifteen patients received SRS during Ipi, 19 received SRS before Ipi, and 12 received SRS after Ipi. Overall survival (OS) was significantly associated with the timing of SRS/Ipi ( P =.035) and melanoma-specific graded prognostic assessment ( P =.013). Patients treated with SRS during or before Ipi had better OS and less regional recurrence than did those treated with SRS after Ipi (1-year OS 65% vs 56% vs 40%, P =.008; 1-year regional recurrence 69% vs 64% vs 92%, P =.003). SRS during Ipi also yielded a trend toward less local recurrence than did SRS before or after Ipi (1-year local recurrence 0% vs 13% vs 11%, P =.21). On magnetic resonance imaging, an increase in BM diameter to >150% was seen in 50% of patients treated during or before Ipi but in only 13% of patients treated after Ipi. Grade 3 to 4 toxicities were seen in 20% of patients. Conclusion Overall, the combination of Ipi and SRS appears to be well tolerated. Concurrent delivery of Ipi and SRS is associated with favorable locoregional control and possibly longer survival. It may also cause a temporary increase in tumor size, possibly because of an enhanced immunomodulatory effect. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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19. Outcomes and Prognostic Factors in Women With 1 to 3 Breast Cancer Brain Metastases Treated With Definitive Stereotactic Radiosurgery.
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Yang, T. Jonathan, Oh, Jung Hun, Folkert, Michael R., Gupta, Gaorav, Shi, Weiji, Zhang, Zhigang, Morikawa, Aki, Seidman, Andrew, Brennan, Cameron, Yamada, Yoshiya, Chan, Timothy A., and Beal, Kathryn
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BREAST cancer diagnosis , *BREAST cancer treatment , *BREAST cancer prognosis , *BRAIN metastasis , *STEREOTACTIC radiosurgery , *DISEASES in women , *HEALTH outcome assessment , *THERAPEUTICS - Abstract
Background With the continuing increase in the use of definitive stereotactic radiosurgery (SRS) for patients with limited brain metastases (BM), clinicians need more specific prognostic tools. We investigated clinical predictors of outcomes in patients with limited breast cancer BM treated with SRS alone. Methods and Materials We identified 136 patients with breast cancer and 1-3 BM who underwent definitive SRS for 186 BM between 2000 and 2012. The Kaplan-Meier method was used to assess overall survival (OS), regional failure (RF), and local failure (LF). Associations between clinical factors and outcomes were tested using Cox regression. A point scoring system was used to stratify patients based on OS, and the predictive power was tested with concordance probability estimate (CPE). Results The median OS was 17.6 months. The 12-month RF and LF rates were 45% and 10%, respectively. On multivariate analysis, >1 lesion (hazard ratio [HR] = 1.6, P =.02), triple-negative (TN) disease (HR=2.0, P =.006), and active extracranial disease (ED) (HR=2.7, P <.0001) were significantly associated with worse OS. The point score system was defined using proportional simplification of the multivariate Cox proportional hazards regression function. The median OS for patients with 3.0-4.0 points (n=37), 4.5-5.5 points (n=28), 6.0-6.5 points (n=37), and 8-8.5 points (n=34) were 9.2, 15.6, 25.1, and 45.1 months, respectively ( P <.0001, CPE = 0.72). Active ED (HR=2.4, P =.0007) was significantly associated with RF. Higher risk for LF was significantly associated with larger BM size (HR=3.1, P =.0001). Conclusion Patients with >1 BM, active ED, and TN had the highest risk of death after SRS. Active ED is an important prognostic factor for OS and intracranial control. [ABSTRACT FROM AUTHOR]
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- 2014
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20. A Phase 2 Trial of Stereotactic Radiosurgery Boost After Surgical Resection for Brain Metastases.
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Brennan, Cameron, Yang, T. Jonathan, Hilden, Patrick, Zhang, Zhigang, Chan, Kelvin, Yamada, Yoshiya, Chan, Timothy A., Lymberis, Stella C., Narayana, Ashwatha, Tabar, Viviane, Gutin, Philip H., Ballangrud, Åse, Lis, Eric, and Beal, Kathryn
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STEREOTACTIC radiosurgery , *BRAIN metastasis , *SURGICAL excision , *PROPORTIONAL hazards models , *FOLLOW-up studies (Medicine) , *LUNG cancer , *NEUROSURGERY , *SURGERY - Abstract
Purpose: To evaluate local control after surgical resection and postoperative stereotactic radiosurgery (SRS) for brain metastases. Methods and Materials: A total of 49 patients (50 lesions) were enrolled and available for analysis. Eligibility criteria included histologically confirmed malignancy with 1 or 2 intraparenchymal brain metastases, age ≥18 years, and Karnofsky performance status (KPS) ≥70. A Cox proportional hazard regression model was used to test for significant associations between clinical factors and overall survival (OS). Competing risks regression models, as well as cumulative incidence functions, were fit using the method of Fine and Gray to assess the association between clinical factors and both local failure (LF; recurrence within surgical cavity or SRS target), and regional failure (RF; intracranial metastasis outside of treated volume). Results: The median follow-up was 12.0 months (range, 1.0-94.1 months). After surgical resection, 39 patients with 40 lesions were treated a median of 31 days (range, 7-56 days) later with SRS to the surgical bed to a median dose of 1800 cGy (range, 1500-2200 cGy). Of the 50 lesions, 15 (30%) demonstrated LF after surgery. The cumulative LF and RF rates were 22% and 44% at 12 months. Patients who went on to receive SRS had a significantly lower incidence of LF (P=.008). Other factors associated with improved local control include non-small cell lung cancer histology (P=.048), tumor diameter <3 cm (P=.010), and deep parenchymal tumors (P=.036). Large tumors (≥3 cm) with superficial dural/pial involvement showed the highest risk for LF (53.3% at 12 months). Large superficial lesions treated with SRS had a 54.5% LF. Infratentorial lesions were associated with a higher risk of developing RF compared to supratentorial lesions (P<.001). Conclusions: Postoperative SRS is associated with high rates of local control, especially for deep brain metastases <3 cm. Tumors ≥3 cm with superficial dural/pial involvement demonstrate the highest risk of LF. [Copyright &y& Elsevier]
- Published
- 2014
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